{"id":"W2058611861","doi":"10.1016/s0886-3350(02)01267-1","title":"Topography-based screening for previous laser in situ keratomileusis to correct myopia","year":2002,"lang":"en","type":"article","venue":"Journal of Cataract & Refractive Surgery","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Microkeratome; Keratomileusis; LASIK; Dioptre; Ophthalmology; Cornea; Medicine; Corneal topography; Refractive surgery; Optometry; Refractive error; Algorithm; Mathematics; Eye disease; Visual acuity","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000697782,0.0003979461,0.0003334332,0.001723229,0.000252898,0.0004653872,0.0003444155,0.0003981174,0.001895106],"category_scores_gemma":[0.006147078,0.0001924911,0.000179166,0.0006727118,0.0002939742,0.0003026957,0.0004008489,0.0002537363,0.0004598233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002110478,"about_ca_system_score_gemma":0.0004082649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003033618,"about_ca_topic_score_gemma":0.00461646,"domain_scores_codex":[0.9993466,0.0001693581,0.00009245439,0.0001163264,0.0002053774,0.00006992268],"domain_scores_gemma":[0.9971043,0.001163531,0.0007331519,0.000187119,0.0005039966,0.000307847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001924213,0.00005011823,0.9890164,0.00001949906,0.0000156008,0.0001124442,0.00005558231,0.0001023754,0.001674952,0.000006910668,0.0001215532,0.008632126],"study_design_scores_gemma":[0.00002369419,0.0003448548,0.994307,0.000007045593,0.00002587899,0.001666436,0.00009282412,0.002001852,0.001331863,0.00001186756,0.0001794844,0.000007214903],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988563,0.000124344,0.0005126654,0.0000179494,0.000003497479,0.00003636153,0.0001760402,0.00002653873,0.000246367],"genre_scores_gemma":[0.9985678,0.00005145679,0.001065208,0.00001214454,0.000005878082,0.00001935642,0.0001849697,0.000002256674,0.0000909953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003033618,"threshold_uncertainty_score":0.006339729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04303359316362842,"score_gpt":0.2934314243722509,"score_spread":0.2503978312086225,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}